Offers a well-rounded, mathematical approach to problems in signal interpretation using the latest time, frequency, and mixed-domain methods _ Equally useful as a reference, an up-to-date review, a learning tool, and a resource for signal analysis techniques _ Provides a gradual introduction to the mathematics so that the less mathematically adept reader will not be overwhelmed with instant hard analysis _ Covers Hilbert spaces, complex analysis, distributions, random signals, analog Fourier transforms, and more
Offers a well-rounded, mathematical approach to problems in signal interpretation using the latest time, frequency, and mixed-domain methods _ Equally useful as a reference, an up-to-date review, a learning tool, and a resource for signal analysis techniques _ Provides a gradual introduction to the mathematics so that the less mathematically adept reader will not be overwhelmed with instant hard analysis _ Covers Hilbert spaces, complex analysis, distributions, random signals, analog Fourier transforms, and moreHinweis: Dieser Artikel kann nur an eine deutsche Lieferadresse ausgeliefert werden.
Clover Lane Media, LLC, is a multimedia group that prides itself in providing multi-generational television programming and books to educate, motivate, and inspire viewers and readers with content highlighting diverse communities, especially the black experience. The company was nominated for an Emmy for its 2015 PBS documentary "Indiana Trailblazers," which focused on the history of the Civil Rights Movement across the state of Indiana. Passion, purpose and pride are the three words that truly embody the company's mission. We are passionate about the creative process from dreaming to researching, and then crafting and combining all of the media platforms to produce stellar content. We believe the power of the media lens and books should be used to foster education, understanding, and appreciation for all of humanity. Our fundamental foundation rests in our unwavering principles of integrity, compassion, and faith, which guide us through every aspect of our business. A working relationship with Clover Lane Media, LLC is as special as finding a four leaf clover, which not only represents luck, but most importantly, hope, faith, and love.
Inhaltsangabe
Preface. Acknowledgments. 1 Signals: Analog, Discrete, and Digital. 1.1 Introduction to Signals. 1.2 Analog Signals. 1.3 Discrete Signals. 1.4 Sampling and Interpolation. 1.5 Periodic Signals. 1.6 Special Signal Classes. 1.7 Signals and Complex Numbers. 1.8 Random Signals and Noise. 1.9 Summary. References. Problems. 2 Discrete Systems and Signal Spaces. 2.1 Operations on Signals. 2.2 Linear Systems. 2.3 Translation Invariant Systems. 2.4 Convolutional Systems. 2.5 The l¯p Signal Spaces. 2.6 Inner Product Spaces. 2.7 Hilbert Spaces. 2.8 Summary. References. Problems. 3 Analog Systems and Signal Spaces. 3.1 Analog Systems. 3.2 Convolution and Analog LTI Systems. 3.3 Analog Signal Spaces. 3.4 Modern Integration Theory. 3.5 Distributions. 3.6 Summary. References. Problems. 4 Time-Domain Signal Analysis. 4.1 Segmentation. 4.2 Thresholding. 4.3 Texture. 4.4 Filtering and Enhancement. 4.5 Edge Detection. 4.6 Pattern Detection. 4.7 Scale Space. 4.8 Summary. References. Problems. 5 Fourier Transforms of Analog Signals. 5.1 Fourier Series. 5.2 Fourier Transform. 5.3 Extension to L2(R). 5.4 Summary. References. Problems. 6 Generalized Fourier Transforms of Analog Signals. 6.1 Distribution Theory and Fourier Transforms. 6.2 Generalized Functions and Fourier Series Coefficients. 6.3 Linear Systems in the Frequency Domain. 6.4 Introduction to Filters. 6.5 Modulation. 6.6 Summary. References. Problems. 7 Discrete Fourier Transforms. 7.1 Discrete Fourier Transform. 7.2 Discrete-Time Fourier Transform. 7.3 The Sampling Theorem. 7.4 Summary. References. Problems. 8 The z-Transform. 8.1 Conceptual Foundations. 8.2 Inversion Methods. 8.3 Related Transforms. 8.4 Summary. References. Problems. 9 Frequency-Domain Signal Analysis. 9.1 Narrowband Signal Analysis. 9.2 Frequency and Phase Estimation. 9.3 Discrete filter design and implementation. 9.4 Wideband Signal Analysis. 9.5 Analog Filters. 9.6 Specialized Frequency-Domain Techniques. 9.7 Summary. References. Problems. 10 Time-Frequency Signal Transforms. 10.1 Gabor Transforms. 10.2 Short-Time Fourier Transforms. 10.3 Discretization. 10.4 Quadratic Time-Frequency Transforms. 10.5 The Balian-Low Theorem. 10.6 Summary. References. Problems. 11 Time-Scale Signal Transforms. 11.1 Signal Scale. 11.2 Continuous Wavelet Transforms. 11.3 Frames. 11.4 Multiresolution Analysis and Orthogonal Wavelets. 11.5 Summary. References. Problems. 12 Mixed-Domain Signal Analysis. 12.1 Wavelet Methods for Signal Structure. 12.2 Mixed-Domain Signal Processing. 12.3 Biophysical Applications. 12.4 Discovering Signal Structure. 12.5 Pattern Recognition Networks. 12.6 Signal Modeling and Matching. 12.7 Afterword. References. Problems. Index.
